1 code implementation • 18 May 2023 • Chao Wang, Shuren Qi, Zhiqiu Huang, Yushu Zhang, Rushi Lan, Xiaochun Cao
It expands the above works on two aspects: 1) the introduced Krawtchouk basis provides better spatial-frequency discriminability and thereby is more suitable for capturing adversarial patterns than the common trigonometric or wavelet basis; 2) the extensive parameters for decomposition are generated by a pseudo-random function with secret keys, hence blocking the defense-aware adversarial attack.
1 code implementation • 19 Jul 2022 • Chao Wang, Zhiqiu Huang, Shuren Qi, Yaoshen Yu, Guohua Shen, Yushu Zhang
In this paper, we present a very first study of trying to mitigate the semantic gap problem in copy-move forgery detection, with spatial pooling of local moment invariants for midlevel image representation.
no code implementations • 15 Mar 2020 • Yunfei Meng, Zhiqiu Huang, Senzhang Wang, Guohua Shen, Changbo Ke
To effectively tackle the security threats towards the Internet of things, we propose a SOM-based DDoS defense mechanism using software-defined networking (SDN) in this paper.
no code implementations • 4 Feb 2020 • Yu Zhou, Xinying Yang, Taolue Chen, Zhiqiu Huang, Xiaoxing Ma, Harald Gall
In this paper, we propose a framework, BRAID (Boosting RecommendAtion with Implicit FeeDback), which leverages learning-to-rank and active learning techniques to boost recommendation performance.
no code implementations • 15 Oct 2019 • Yasir Hussain, Zhiqiu Huang, Yu Zhou, Senzhang Wang
The source code suggestions provided by current IDEs are mostly dependent on static type learning.
1 code implementation • 12 Oct 2019 • Yasir Hussain, Zhiqiu Huang, Yu Zhou, Senzhang Wang
A challenging issue of these approaches is that they require training from starch for a different related problem.
1 code implementation • 3 Mar 2019 • Yasir Hussain, Zhiqiu Huang, Yu Zhou, Senzhang Wang
We evaluate CodeGRU with real-world data set and it shows that CodeGRU outperforms the state-of-the-art language models and help reduce the vocabulary size up to 24. 93\%.